Applications · speech and audio papers, 2023–2026
Application area: speech_and_audio
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 1,722 papers are tagged with this topic.
Key findings
- Applications · speech and audio went from 117 papers in 2023 to 823 in 2026, roughly 7.0x in three years.
- ICLR publishes the most Applications · speech and audio work: 898 papers from 2023 to 2026, 52% of the four-venue total.
- The fastest-growing overlap is with Applications · computer vision: papers tagged with both rose from 0 in 2023 to 292 in 2026.
- Among the 10 topics under Application Domains, it ranks #3 by 2026 paper count; the fastest grower in the group, Applications · health medicine, is up 61x versus 7.0x here.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 31 | 27 | 32 | 27 | 117 |
| 2024 | 53 | 128 | 52 | 44 | 277 |
| 2025 | 98 | 292 | 72 | 43 | 505 |
| 2026 | 153 | 451 | 171 | 48 | 823 |
Representative papers
Spread across years and venues so every edition shows up
- NeurIPS 2026(Strongly) Replicable Distribution Testers imply High Probability Distribution Testers
- ICML 2026(Be Cautious!) Bio-Foundation Models Are Not Yet Robust to Biologically Plausible Perturbations and ML Transformations
- ICLR 2026A Scene is Worth a Thousand Features: Feed-Forward Camera Localization from a Collection of Image Features
- CVPR 2026Globscope Toward a Global View of the Loss Landscape
- NeurIPS 2025AHa-Bench: Benchmarking Audio Hallucinations in Large Audio-Language Models
- ICML 2025A Variational Framework for Improving Naturalness in Generative Spoken Language Models
- ICLR 2025A Multiscale Frequency Domain Causal Framework for Enhanced Pathological Analysis
- CVPR 2025Blurred LiDAR for Sharper 3D: Robust Handheld 3D Scanning with Diffuse LiDAR and RGB
- NeurIPS 2024Acoustic Volume Rendering for Neural Impulse Response Fields
- ICML 2024$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax
- ICLR 2024Dynamic Neural Response Tuning
- CVPR 2024DiVAS: Video and Audio Synchronization with Dynamic Frame Rates
- NeurIPS 2023[Re] Exploring the Role of Grammar and Word Choice in Bias Toward African American English (AAE) in Hate Speech Classification
- ICML 2023Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations
- ICLR 2023An efficient encoder-decoder architecture with top-down attention for speech separation
- CVPR 20233D Line Mapping Revisited
- NeurIPS 2026Approximate Matrix–Vectors Under a Bounded $\ell_1$ Assumption and Applications to Kernel Matrices
- ICML 2026AudioChat: Unified Audio Storytelling, Editing, and Understanding with Transfusion Forcing
- ICLR 2026A Stitch in Time Saves Nine: Proactive Self-Refinement for Language Models
- CVPR 2026Hierarchical Codec Diffusion for Video-to-Speech Generation
All Applications · speech and audio papers
277 papers, page 5 of 6
- ICML 2024Position: Application-Driven Innovation in Machine Learning
- ICML 2024Predictive Coding beyond Correlations
- ICML 2024Proactive Detection of Voice Cloning with Localized Watermarking
- ICML 2024Prompt-guided Precise Audio Editing with Diffusion Models
- ICML 2024Promptbreeder: Self-Referential Self-Improvement via Prompt Evolution
- ICML 2024Pruned Pivot: Correlation Clustering Algorithm for Dynamic, Parallel, and Local Computation Models
- ICML 2024Quantum Theory and Application of Contextual Optimal Transport
- ICML 2024Regression Learning with Limited Observations of Multivariate Outcomes and Features
- ICML 2024Rethinking Data Shapley for Data Selection Tasks: Misleads and Merits
- ICML 2024Riemannian coordinate descent algorithms on matrix manifolds
- ICML 2024SelfVC: Voice Conversion With Iterative Refinement using Self Transformations
- ICML 2024SILVER: Single-loop variance reduction and application to federated learning
- ICML 2024Speech Self-Supervised Learning Using Diffusion Model Synthetic Data
- ICML 2024Statistical Properties of Robust Satisficing
- ICML 2024STELLA: Continual Audio-Video Pre-training with SpatioTemporal Localized Alignment
- ICML 2024Subhomogeneous Deep Equilibrium Models
- ICML 2024Supervised Matrix Factorization: Local Landscape Analysis and Applications
- ICML 2024Tilting the Odds at the Lottery: the Interplay of Overparameterisation and Curricula in Neural Networks
- ICML 2024Turnstile $\ell_p$ leverage score sampling with applications
- ICML 2024UniAudio: Towards Universal Audio Generation with Large Language Models
- ICML 2024Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration
- ICML 2024video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models
- ICML 2024Winner-takes-all learners are geometry-aware conditional density estimators
- ICML 2024Zero-Shot Unsupervised and Text-Based Audio Editing Using DDPM Inversion
- NeurIPS 2024A Full-duplex Speech Dialogue Scheme Based On Large Language Model
- NeurIPS 2024Acoustic Volume Rendering for Neural Impulse Response Fields
- NeurIPS 2024Aligner-Encoders: Self-Attention Transformers Can Be Self-Transducers
- NeurIPS 2024An eye for an ear: zero-shot audio description leveraging an image captioner with audio-visual token distribution matching
- NeurIPS 2024Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing
- NeurIPS 2024AudioMarkBench: Benchmarking Robustness of Audio Watermarking
- NeurIPS 2024AV-Cloud: Spatial Audio Rendering Through Audio-Visual Cloud Splatting
- NeurIPS 2024AV-GS: Learning Material and Geometry Aware Priors for Novel View Acoustic Synthesis
- NeurIPS 2024BIGOS V2 Benchmark for Polish ASR: Curated Datasets and Tools for Reproducible Evaluation
- NeurIPS 2024Brain Treebank: Large-scale intracranial recordings from naturalistic language stimuli
- NeurIPS 2024CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing
- NeurIPS 2024Comprehensive Framework for Curating Speech Datasets and Evaluating ASR Systems: A Case Study for the Polish Language
- NeurIPS 2024Continual Audio-Visual Sound Separation
- NeurIPS 2024CoVoMix: Advancing Zero-Shot Speech Generation for Human-like Multi-talker Conversations
- NeurIPS 2024DenseFormer: Enhancing Information Flow in Transformers via Depth Weighted Averaging
- NeurIPS 2024Differentiable Modal Synthesis for Physical Modeling of Planar String Sound and Motion Simulation
- NeurIPS 2024DiffNorm: Self-Supervised Normalization for Non-autoregressive Speech-to-speech Translation
- NeurIPS 2024Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals
- NeurIPS 2024emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography
- NeurIPS 2024Exploring the trade-off between deep-learning and explainable models for brain-machine interfaces
- NeurIPS 2024FINALLY: fast and universal speech enhancement with studio-like quality
- NeurIPS 2024Frieren: Efficient Video-to-Audio Generation Network with Rectified Flow Matching
- NeurIPS 2024GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts
- NeurIPS 2024GTSinger: A Global Multi-Technique Singing Corpus with Realistic Music Scores for All Singing Tasks
- NeurIPS 2024Images that Sound: Composing Images and Sounds on a Single Canvas
- NeurIPS 2024IndicVoices-R: Unlocking a Massive Multilingual Multi-speaker Speech Corpus for Scaling Indian TTS
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FAQ
- How many Applications · speech and audio papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?
- 1,722 in total: 117 in 2023, 277 in 2024, 505 in 2025, 823 in 2026.
- How many Applications · speech and audio papers are at NeurIPS 2026?
- NeurIPS 2026 has 153 Applications · speech and audio papers, versus 98 the year before.
- How many Applications · speech and audio papers are at ICLR 2026?
- ICLR 2026 has 451 Applications · speech and audio papers, versus 292 the year before.
- How many Applications · speech and audio papers are at ICML 2026?
- ICML 2026 has 171 Applications · speech and audio papers, versus 72 the year before.
- How many Applications · speech and audio papers are at CVPR 2026?
- CVPR 2026 has 48 Applications · speech and audio papers, versus 43 the year before.
- Which conference publishes the most Applications · speech and audio papers?
- ICLR, with 898 papers from 2023 to 2026.
More in Application Domains
- Applications · chemistry physics and earth sciences 3,316
- Applications · computer vision 2,538
- Applications · neuroscience and cognitive science 2,033
- Applications · human computer interaction 1,027
- Applications · robotics 393
- Applications · health medicine 350
- Applications · security 28
- Applications · economics 19
- Applications · education 4